statistic-boxplot

import codecademylib3_seaborn
import pandas as pd
from matplotlib import pyplot as plt

healthcare = pd.read_csv("healthcare.csv")
#print(healthcare.head())
print(healthcare["DRG Definition"].unique())
chest_pain = healthcare[healthcare['DRG Definition'] == '313 - CHEST PAIN']
#print(chest_pain)
alabama_chestpain=chest_pain[chest_pain['Provider State']=='AL']
#print(alabama_chestpain)
plt.boxplot(alabama_chestpain[' Average Covered Charges '].values)
#plt.show()
unique=chest_pain['Provider State'].unique()
print(unique)
'''
for state in unique:
  state_chestpain=chest_pain[chest_pain['Provider State']==state]
  plt.clf()
  plt.boxplot(state_chestpain[' Average Covered Charges '].values)
  plt.show()
'''

datasets=[]
for state in unique:
  datasets.append(chest_pain[chest_pain['Provider State']==state][' Average Covered Charges '])
  
plt.figure(figsize=(20,6))
plt.boxplot(datasets,labels=unique)
#plt.set_xticks(unique)
plt.show()